conftrace_

Saurav Muralidharan

4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12) 🗺️ Taxonomy Completionist (10)

Conferences

NIPS (2) ICLR (1) ICML (1)

Top co-authors

Pavlo Molchanov (4) Jan Kautz (4) Hongxu Yin (3) Greg Heinrich (2) Zhangyang Wang (2) Ruisi Cai (2) Gongfan Fang (1) Mohammad Shoeybi (1) Raviraj Joshi (1) Jeff Pool (1)

Keywords

model pruning (2) model compression (2) knowledge distillation (1) language model (1) semi-structured sparsity (1) gumbel softmax (1) pruning method (1) large language model (1) neural network (1) llm compression (1) transfer learning (1)

Papers

LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing ICLR 2025 MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models NIPS 2024 Compact Language Models via Pruning and Knowledge Distillation NIPS 2024 Flextron: Many-in-One Flexible Large Language Model ICML 2024